dlookr: EDA
Overview
| Divisions | Metrics | Values |
|---|---|---|
| size | observations | 28,534 |
| size | variables | 21 |
| size | values | 599,214 |
| size | memory size (MB) | 5 |
| duplicated | duplicate observation | 0 |
| missing | complete observation | 13,452 |
| missing | missing observation | 15,082 |
| missing | missing variables | 14 |
| missing | missing values | 16,747 |
| Divisions | Metrics | Values |
|---|---|---|
| data type | numerics | 21 |
| data type | integers | 0 |
| data type | factors/ordered | 0 |
| data type | characters | 0 |
| data type | Dates | 0 |
| data type | POSIXcts | 0 |
| data type | others | 0 |
| Divisions | Metrics | Values |
|---|---|---|
| dataset | dataset | df |
| dataset | dataset type | data.frame |
| dataset | target | not defied |
| job | samples | 28,534 / 28,534 (100%) |
| job | created | 2022-04-01 12:51:24 |
| job | created by | Miguel Portela |
Univariate Analysis
Descriptive Statistics
Descriptive statistics and visualization of individual variables
Normality Test
Normality test results of numeric variables
Bivariate Analysis
Compare Numerical Variables
Relationship between two numerical variables
Compare Categorical Variables
The number of categorical variables is less than 2.
Multivariate Analysis
Correlation Analysis
Correlation Matrix
Correlation coefficient matrix of numeric variables
Correlation Plot
Correlation coefficient matrix plot
Created by dlookr package